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Get the #1 AI Security Posture Management (AI SPM) Solution

AI security posture management (AI SPM) is no longer optional for enterprise security teams.

With AI models, agents, and copilots growing across businesses — and sensitive data flowing into training sets, vector databases, and third-party LLMs — organizations need continuous visibility into which AI assets exist, what data is feeding them, who can access them, and where they introduce risk.

BigID combines AI security posture management (AI SPM) with enterprise-grade DSPM, delivering ML-driven data and AI asset discovery, industry-leading classification accuracy, and AI-prioritized risk remediation in a single, cloud-native platform.

Shine a Light on Dark Data and Shadow AI

Automatically find and inventory your most sensitive data — and the AI systems consuming it — wherever they live.

Every enterprise has dark data: sensitive information sitting in systems your security team doesn't know about. And now there's shadow AI to match — models, copilots, and agents spun up across the business without security's awareness. Together, they're among the largest sources of enterprise risk — you can't protect what you can't see.

BigID delivers unmatched data and AI discovery to surface what matters most: regulated PII, financial records, IP, secrets, training datasets, embeddings, and the AI assets built on top of them — across cloud, SaaS, on-prem, and AI pipelines.

Data-Centric AI Security & Risk Governance

Identify and govern sensitive data in AI models before it becomes a breach.

BigID helps security teams proactively identify sensitive, toxic, and high-risk data fueling AI models, so you can reduce exposure, ensure compliance, and minimize AI risk. Whether it’s PII in LLM training data, intellectual property in generative AI pipelines, or shadow AI proliferating across business units, BigID provides the visibility and control security teams need across multi-cloud and on-prem environments.

Jumpstart AI Security Posture Management (AI SPM)

Proactive, data-centric AI SPM for the AI era.

Accelerate your AI SPM program with a data-first approach. BigID automatically maps, monitors, and remediates data risk across multi-cloud environments, powered by ML-driven in-depth data discovery and automation. Get continuous visibility into your AI security posture without manual inventories or point-in-time snapshots.

BigID’s AI SPM capabilities cover the full lifecycle: discover where AI models and sensitive data lives, classify it by type and risk level, assess who has access, identify policy violations, and remediate vulnerabilities through automated workflows.

Advanced Sensitivity Classification

Achieve unparalleled accuracy and scalability in automated data classification.

Traditional pattern-matching and regular expression (RegEx) approaches miss large volumes of sensitive data, especially in unstructured files, non-standard formats, and new data types. BigID goes beyond legacy approaches with advanced, trainable ML and NLP-based classifiers that deliver industry-leading accuracy.

Build custom classifiers tailored to your unique data environment. Test and fine-tune before deployment to reduce false positives and increase coverage.

Streamline Data Protection Workflows & Remediate Risk

Remediate high-risk, sensitive, and critical data for AI.

A single pane of glass for all data protection actions: annotate, delete, quarantine, archive, mask, encrypt, and anonymize sensitive data. Assign findings and tasks to the right data owners, maintain a full audit trail of all data protection activity, and enforce remediation priorities by policy. Report on actions taken on sensitive data for compliance purposes.

Enable Zero Trust for Data and AI

Identify and remediate high-risk data access issues across your data landscape.

Find over-permissioned and over-exposed data across your entire environment. Mitigate unauthorized use, reduce the risk of data leaks or breaches, and move toward a least-privilege permissions model that supports your zero trust architecture. BigID’s access intelligence capabilities give security teams the visibility they need to enforce data-level access controls at scale.

SOLUTIONS GUIDE

Manage, Govern & Secure AI with BigID

AI is transforming the way we do business, but it’s also introducing unseen risks.

From shadow AI to ungoverned pipelines, visibility gaps can quickly turn innovation into exposure. BigID for AI delivers deeper visibility and oversight across six key dimensions of AI risk and control.

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CHECKLIST

How to Strengthen DSPM and AI SPM

This checklist gives CISOs and security leaders a clear, actionable framework to evaluate DSPM and AI security posture management (AI SPM) platforms — and avoid the most common pitfalls that derail data security programs.

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INTERACTIVE TOUR

Take a Quick Tour to See How BigID Helps Find and Remediate AI Risk at Scale

Get complete visibility and control over your AI environment with BigID's AI Security Posture Management (AI-SPM). Continuously identify, assess, and remediate AI and data risks across models, pipelines, and datasets.